⚡️⚡️⚡️《机器学习实战》代码(基于Python3)🚀
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Feb 5, 2020 - Python
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regression-trees
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Official repository of RankEval: An Evaluation and Analysis Framework for Learning-to-Rank Solutions.
learning-to-rank analysis-framework evaluation-metrics evaluation-framework regression-trees ensemble-models
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Aug 14, 2020 - Python
Building Decision Trees From Scratch In Python
machine-learning random-forest xgboost id3 gbm lightgbm gradient-boosting-machine cart adaboost c45 decision-tree gradient-boosting boosting bagging regression-trees
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Jul 28, 2025 - Jupyter Notebook
Time Series Decomposition techniques and random forest algorithm on sales data
sales sklearn seaborn machinelearning statsmodels datamining time-series-analysis regression-trees sales-forecasting time-series-decomposition
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Apr 29, 2022 - Jupyter Notebook
MF-BAVART model introduced in "Nowcasting in a Pandemic using Non-Parametric Mixed Frequency VARs"
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Oct 19, 2024 - R
Machine Learning algorithms coded from scratch
data-science machine-learning random-forest machine-learning-algorithms regression from-scratch gradient-boosting regression-trees demystify
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Dec 16, 2020 - R
Moody's Bond Rating Classifier and USPHCI Economic Activity Forecast Modeling
python data-science machine-learning scikit-learn machine-learning-algorithms regression feature-extraction classification data-analysis ensemble-learning regression-models hyperparameter-tuning financial-markets classification-algorithm financial-engineering classification-trees regression-trees regression-algorithms classification-model machinelearning-python
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Jun 13, 2019 - Python
Decision Tree to predict the value of a continuous target variable
machine-learning prediction decision-trees regression-trees recursive-partitioning continuous-variable
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Feb 27, 2023 - JavaScript
Tree based algorithm in machine learning including both theory and codes. Topics including from decision tree regression and classification to random forest tree and classification. Grid Search is also included.
random-forest grid-search decision-tree decision-boundary regression-trees grid-search-hyperparameters classification-tree decision-regions
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Dec 7, 2021 - Jupyter Notebook
Generic decision trees for rust
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Sep 2, 2018 - Rust
Python package for Bayesian Model Mixing
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Oct 13, 2025 - Jupyter Notebook
An easy-to-use scikit-learn inspired implementation of the Standard Genetic Programming (StdGP) algorithm.
machine-learning genetic-programming classification evolutionary-algorithms regression-models evolutionary-computation binary-classification regression-trees regression-algorithms
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Apr 24, 2025 - Python
Regression trees for interval censored output data
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Feb 13, 2020 - Python
[ICML23] Extrapolated Random Tree for Regression
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May 9, 2023 - Python
A real life case study of property price prediction based on data of New York City.
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Jun 2, 2018 - Jupyter Notebook
Use regression tree to predict firearm death rate with firearm law & CDC firearm death rate data.
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Feb 3, 2019 - R
Forecasting air pollution from given weather data. Two models were implemented: Regression Trees and LSTM model.
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Jun 21, 2020 - Jupyter Notebook
Rewrite some basic machine learning algorithms in C language
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Sep 6, 2022 - C
An R package that implements several methods for growing regression trees with functional and multivariate outputs
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Sep 12, 2018 - R
This repository is a collection of both basic and advanced code templates for Model Building. All codes I am sharing are from the practical exercises I did from the Data Science Infinity Program.
python machine-learning random-forest linear-regression pca-analysis logistic-regression association-rules regression-models kmeans-clustering classification-algorithm kmeans-algorithm supervised-machine-learning unsupervised-machine-learning regression-trees classification-model kmeans-clustering-algorithm random-forest-regression
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Jul 10, 2021 - Python
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